Method For Improving Heart Rate Estimates By Combining Multiple Measurement Modalities

ABSTRACT

Systems and methods are provided for determining the frequency of a cardiovascular pulse based on a first physiological signal that is continuously available and a second physiological signal that is less available and that is more accurate or otherwise improved relative to the first signal with respect to pulse rate estimation. When the second signal is available it controls the determination of the pulse rate. When the second signal is unavailable, the first signal is used to determine the pulse rate. This can include using the first signal to estimate the pulse rate until the second signal is available, at which point the pulse rate is estimated based on the second physiological signal. Alternatively, the first signal could be used to determine a number of candidate pulse rates, and the second signal could be used to select a pulse rate from the set of candidate pulse rates.

CROSS-REFERENCE TO RELATED APPLICATIONS

This application is a continuation of U.S. application Ser. No.15/346,144, filed Nov. 8, 2016, which claims the benefit of U.S.Provisional Application No. 62/266,593, filed Dec. 12, 2015. Theforegoing applications are incorporated herein by reference.

BACKGROUND

Unless otherwise indicated herein, the materials described in thissection are not prior art to the claims in this application and are notadmitted to be prior art by inclusion in this section.

A variety of cardiovascular parameters can be detected by illuminatingblood in a portion of subsurface vasculature and detecting one or moreproperties of light responsively emitted from the portion of subsurfacevasculature (e.g., reflected, fluorescently re-emitted, scattered, orotherwise emitted from. Such cardiovascular parameters can include avolume of blood over time, a pulse rate of blood, a flow rate of bloodover time, a blood pressure, an oxygen saturation, a timing of pulses ofblood, or some other properties of blood in the portion of subsurfacevasculature at one or more points in time. Cardiovascular parameters mayadditionally or alternatively be detected by detecting a biopotentialbetween two or more locations of a body, by detecting sounds generatedby the body (e.g., by the heart, lungs, and/or blood), by emittingultrasound into the body and detecting ultrasound that is responsivelyemitted from the body, or by some other means. Such cardiovascularparameters can be detected over a protracted period of time, e.g., usinga body-mountable device, to determine a health state of a person.

SUMMARY

Some embodiments of the present disclosure provide a method including:(i) detecting, via a first sensor, a first signal related to acardiovascular pulse; (ii) sampling the first signal during a firstperiod of time to obtain a first set of samples of the first signal;(iii) determining that a second signal related to the cardiovascularpulse is being detected, during the first period of time, via a secondsensor; (iv) responsive to determining that the second signal related tothe cardiovascular pulse is being detected during the first period oftime via the second sensor: (1) determining a second-signal pulse ratebased on the second signal; (2) determining a pulse rate for the firstperiod of time based on (a) the first set of samples of the first signaland (b) the second-signal pulse rate; and (3) providing, via a userinterface, an indication of the pulse rate for the first period of time;(v) sampling the first signal during a second period of time to obtain asecond set of samples of the first signal; (vi) determining a pulse ratefor the second period of time based on the second set of samples of thefirst signal; and (vii) providing, via the user interface, an indicationof the pulse rate for the second period of time.

Some embodiments of the present disclosure provide a system including:(i) a first sensor; (ii) a second sensor; (iii) a user interface; and(iv) a controller that is operably coupled to the first sensor and thesecond sensor and that includes a computing device programmed to performcontroller operations. The controller operations include: (1) operatingthe first sensor to detect a first signal that is related to acardiovascular pulse; (2) sampling the first signal to obtain a set ofsamples of the first signal; (3) operating the second sensor to detect asecond signal; (4) determining whether the detected second signal isrelated to the cardiovascular pulse and, if it is determined that thedetected second signal is related to the cardiovascular pulse,determining a second-signal pulse rate; (5) determining a first pulserate based on (a) the set of samples of the first signal and, if it isdetermined that the detected second signal is related to thecardiovascular pulse, (b) the second-signal pulse rate; and (6)providing, via the user interface, an indication of the first pulserate.

These as well as other aspects, advantages, and alternatives, willbecome apparent to those of ordinary skill in the art by reading thefollowing detailed description, with reference where appropriate to theaccompanying drawings.

BRIEF DESCRIPTION OF THE DRAWINGS

FIG. 1A is an example of predicted pulse rates over time.

FIG. 1B is an example of predicted pulse rates over time.

FIG. 2A is an example of predicted pulse rates over time.

FIG. 2B is an example of predicted pulse rates over time.

FIG. 3A is a view of a person wearing an example wearable device.

FIG. 3B is a view of the person and wearable device illustrated in FIG.3A, when the user is contacting the wearable device with a finger.

FIG. 3C is a perspective view of an example wearable device.

FIG. 4 is a perspective view of an example wearable device.

FIG. 5 is a block diagram of an example system that includes a pluralityof wearable devices in communication with a server.

FIG. 6 is a functional block diagram of an example device.

FIG. 7 is a flow chart of an example method.

DETAILED DESCRIPTION

In the following detailed description, reference is made to theaccompanying figures, which form a part hereof. In the figures, similarsymbols typically identify similar components, unless context dictatesotherwise. The illustrative embodiments described in the detaileddescription, figures, and claims are not meant to be limiting. Otherembodiments may be utilized, and other changes may be made, withoutdeparting from the scope of the subject matter presented herein. It willbe readily understood that the aspects of the present disclosure, asgenerally described herein, and illustrated in the figures, can bearranged, substituted, combined, separated, and designed in a widevariety of different configurations, all of which are explicitlycontemplated herein.

Further, while embodiments disclosed herein make reference to use on orin conjunction with a living human body, it is contemplated that thedisclosed methods, systems and devices may be used in any environmentwhere detection of the frequency and/or rate of oscillating patterns inbiosignals (e.g., determining a breathing rate, determining a gait cyclefrequency) or other signals of interest is desired. The signals ofinterest could be detected from any living or non-living body or aportion thereof or from some other environment and/or variable orparameter of interest.

I. OVERVIEW

In a variety of applications the frequency of an oscillating pattern ina detected signal can be related to a property of interest. For example,a volume of blood in a portion of subsurface vasculature, a pattern ofelectrical potential across a body, a pressure or displacement of ablood vessel or surrounding tissue, or some other signals could includean oscillating pattern related to a cardiovascular pulse (e.g., a rateof pulses of blood in the portion of subsurface vasculature, a rate ofoccurrence of electrical events related to activity of a heart). Suchsignals could be detected by multiple sensors and the outputs of suchsensor could be used, in combination, to determine a frequency ofinterest (e.g., a pulse rate of the cardiovascular pulse). Otherproperties could be related to the frequency of oscillating patterns inother detected signals

Different signals (detected, e.g., by respective different sensors) thatare related to a cardiovascular pulse (or other repeating process ofinterest) could have respective different noise characteristics, noisespectra, systematic errors, or other properties and the combination ofthe different signals to determine a pulse rate (or other frequency orrate metric) could be performed in view of such differences. Forinstance, a first signal could be used to generate pulse rate estimateshaving a high accuracy but a low resolution while a second signal couldbe used to generate multiple high-sensitivity, high-resolution estimatesof the pulse rate but with uncertainty regarding which of the estimatesis the correct estimate. In such an example, the first and secondsignals could be combined to determine a pulse rate by using the firstsignal pulse rate estimate to select one of the second signal pulse rateestimates.

In some examples, the different signals could differ with respect to thetiming of availability of the signal for determining a pulse rate, e.g.,a first signal could be consistently available and relativelylow-quality (e.g., able to be used to generate relativelylow-resolution, low-accuracy, or otherwise low-quality estimates of apulse rate, or multiple high-sensitivity, high-resolution estimates withuncertainty regarding which estimate is correct) while a second signalcould be relatively high-quality but only occasionally usable. Forexample, the first signal could be detected by a sensor that is inconsistent contact with a body (e.g., a photoplethysmographic sensormounted to a wrist by a watch or other wrist-mounted device) and thesecond signal could be a sensor that is in inconsistent contact with thebody due to relative motion between the body, the availability of thesecond signal being conditional on a user performing some action (e.g.,contacting a sensor with fingers of one or both hands of the user), ordue to some other factor or process.

In such examples, the second signal could be used, when available, todetermine the pulse rate (possibly in combination with the firstsignal); when the second signal is not available, the first signal couldbe used to determine the pulse rate. This could include using the secondsignal to determine a pulse rate for a first period of time when thesecond signal is available (e.g., using pulse rates determined using thesecond signal as ‘ground truth’ values of the pulse rate of acardiovascular pulse for those periods of time when the second signal isavailable). For periods of time when the second signal is not availablefor determining pulse rates, the first signal could be used to determinethe pulse rate in combination with the pulse rate determined for thefirst period of time using the second signal. This could includeupdating the determined pulse rate using samples of the first signalthat are received after the first period of time, e.g., using aninertial filter, a Kalman filter, the Viterbi algorithm, or some othermethod with the pulse rate determined for the first period of time basedon the second signal serving as a starting value or constraint. In someexamples, pulse rates could be determined retrospectively, for points intime before the first period of time, based on the determined pulse rateand using samples of the first signal received before the first periodof time.

Using an occasionally available signal (e.g., the ‘second signal’ above)to determine a pulse rate could include determining whether the signalcan be used to reliably determine a pulse rate. This could includedetermining a noise magnitude, determining a signal-to-noise ratio,performing pattern matching to detect QRS complexes or othercharacteristic features of the signal and/or to determine a level ofdistortion of such features, or performing some other determinationbased on the detected signal. Additionally or alternatively, somefurther signal could be detected to determine whether the occasionallyavailable signal is available to determine a pulse rate, e.g., anelectrode impedance signal to determine whether electrodes of a sensorare in electrical contact with a target, a force or pressure sensor todetermine whether a sensor is in secure contact with a body surface, oran accelerometer to determine whether a sensor has a stable location(e.g., relative to a body surface). If it is determined that a pulserate can be determined from the occasionally available signal (e.g.,that a QRS complex can be consistently extracted from the signal, and apulse rate determined from such extracted QRS complexes), a pulse ratecould be determined as described above.

In some examples, sensors configured to detect such signals as aredescribed above could be included in one or more body-mountable devices.For example, a first sensor could be a photoplethysmographic sensorconfigured to detect an optical signal related to the volume of blood ina portion of subsurface vasculature and could be included in awrist-mounted device. This first sensor could provide a signal that isrelated to a cardiovascular pulse and that is substantially continuouslyavailable to, e.g., determine a pulse rate of the cardiovascular pulse.A second sensor could be an accelerometer configured to detect motion(e.g., displacement of the skin that is related to the cardiovascularpulse when the second sensor is in stable mechanical contact with theskin), a potential difference (e.g., an electrocardiographic potentialdifference between electrodes that is related to the cardiovascularpulse when the electrodes are in stable electrical contact withrespective locations on the skin), or some other signal that isoccasionally related to the cardiovascular pulse. This second sensorcould provide a signal that can occasionally be used to determine apulse rate of the cardiovascular pulse. The second sensor could beincluded in a necklace, a garment, a blanket, or some otherbody-mountable device. The devices that include the first and secondsensors could be in communication with each other and/or with some othersystem such that the signals from the first and second sensors can beused to determine pulse rates for the cardiovascular pulse over time.Alternatively, such first and second sensors could be included in thesame body-mountable device.

The methods described herein to determine a pulse rate of acardiovascular pulse based on multiple different signals that areavailable during respective different periods of time (e.g., a firstsignal that is substantially continuously available to determine a pulserate and a second signal that is only occasionally available todetermine a pulse rate) could be applied to a variety of signalsdetected by a variety of means to determine the frequency or other rateinformation for a variety of different environments or physicalprocesses. It should be understood that the above embodiments, and otherembodiments described herein, are provided for explanatory purposes, andare not intended to be limiting.

II. DETERMINATION OF PULSE RATES FROM MULTIPLE DETECTED PHYSIOLOGICALSIGNALS

A variety of signals or variables can include oscillating signals and/orother repeating patterns or events having a frequency or rate that canbe determined and that is related to a property of interest. In aparticular example, a pulse rate of a cardiovascular pulse could bedetermined based on one or more detected physical variables that arerelated, at least occasionally, to the cardiovascular pulse, e.g., anelectric current or potential in a body (e.g., an electrocardiogram(ECG)), a volume, flow rate, pressure, or other properties of blood in aportion of vasculature (e.g., a volume of blood in a portion ofsubsurface vasculature in a wrist of a body), a displacement or motionover time of tissue (e.g., skin over a portion of subsurfacevasculature), or some other physical variable. Multiple such physicalvariables could be detected and used, in combination, to determine thepulse rate.

A single wearable device, e.g., a wrist-mountable device, could includeone or more sensors configured to detect such multiple physicalvariables (e.g., a first sensor to illuminate a portion of subsurfacevasculature and detect a volume of blood in the portion of subsurfacevasculature based on a detected intensity of responsively emitted light,and a second sensor that includes electrodes to detect anelectrocardiographic potential when a user contacts the electrodes withskin of opposite arms of the user). Alternatively, multiple devices(e.g., multiple wearable or otherwise body-mountable devices) couldinclude respective sensors and the outputs of such sensors could be usedto determine a pulse rate. A pulse rate of a cardiovascular pulse (or arate or period of some other repeating event or process), could then bedetermined, using methods described herein, based on such multipledetected signals.

In some examples, first and second signals, detected by respective firstand second sensors, could have respective different noisecharacteristics, periods of availability to determine a pulse rate(e.g., due to time-varying noise characteristics and/or intermittentaccess of a sensor to a corresponding tissue or other object ofinterest), or other characteristics that differ between the signals, andthe first and second signals could be used, in view of such differences,to determine a pulse rate. In some examples, a first signal could besubstantially continuously available for use in determining a pulserate, e.g., due to being detected by a sensor that is securely mountedto an external skin surface proximate a portion of subsurfacevasculature or securely mounted to some other physical system ofinterest from which the first signal is detected. A second signal couldbe intermittently available for use in determining the pulse rate, e.g.,due to the sensor being loosely associated with a body or otherwise ininconsistent contact with a target tissue or due to some other processresulting in a time-varying amount of noise in the second signal. Thesecond signal, when available, could be used to improve thedetermination of pulse rates, e.g., by determining an average pulse ratefrom pulse rates determined for each of the signals, by combining thefirst and second signals (e.g., via a linear combination) anddetermining a pulse rate from the combined signal, or according to someother method.

In some examples, the second signal could, when available to determine apulse rate, be used to provide a higher-quality pulse rate estimate thana pulse rate determined using the first signal. For example, the firstsignal could include harmonics, motion artifacts, or other contents thatresult in an ambiguous determination of the pulse rate (e.g., thedetermination of multiple pulse rates corresponding to multipleharmonics of the cardiovascular pulse or to some other signals) or anestimate of the pulse rate that is otherwise inferior to an estimate ofthe pulse rate determined using the second signal during a periodwherein the second signal can be used to determine the pulse rate. Insuch examples, the first and second signals, or pulse rates determinedfrom the first and second signals, could be combined based on thisrelative difference between the signals, e.g., according to a weightedcombination where the weightings corresponding to the first and secondsignal reflect the relative quality of each signal with respect todetermining the pulse rate.

Additionally or alternatively, the second signal could, when availableto determine the pulse rate, act as a ‘ground truth’ for the pulse rateof the cardiovascular pulse, and thus the pulse rate of thecardiovascular pulse could be determined, when the second signal isavailable to determine the pulse rate, based on the pulse ratedetermined from the second signal. This could include setting thedetermined pulse rate to be equal to the pulse rate determined from thesecond signal, using the second-signal pulse rate to select a pulse ratefrom a number of potential pulse rates that are determined based on thefirst signal (e.g., that correspond to determined frequencies ofdifferent spectral peaks or other contents of the first signal), orusing a determined second signal pulse rate in some other way todetermine a pulse rate for the cardiovascular pulse during a particularperiod of time. The pulse rate could be determined, for other timeperiods, based on the first signal during the other time periods in viewof the pulse rates determined, based on the second signal, during theparticular period of time. This could include using the pulse ratedetermined based on the second signal as a constraint for an acausaland/or retrospective determination of the pulse rate over time,resetting an ongoing estimate of the pulse rate (based, e.g., on ongoingdetection of the first signal) to a pulse rate determined from thesecond signal when such a pulse rate can be determined from the secondsignal, or using the a pulse rate determined from the second signal insome other way, in combination with the first signal, to determine thepulse rate of a cardiovascular pulse over time.

In some examples, the first signal could be used to update, over time,an estimate of the pulse rate. The estimate of the pulse rate for aparticular period of time, where the particular period of time is aperiod of time when the second signal can be used to determine asecond-signal pulse rate, could be determined based on such a determinedsecond-signal pulse rate (e.g., by setting the estimate equal to thesecond-signal pulse rate, by using the second-signal pulse rate toselect a pulse rate from a number of potential pulse rates determinedfor the particular period of time based on the first signal). Duringsubsequent (or preceding) periods of time, when the second signal is notavailable to determine a pulse rate, the estimate could continue to beupdated based on the first signal.

An example of this is provided in FIG. 1A. A first signal related to acardiovascular pulse is used to determine, for a first time period, afirst set of pulse rates 110 a. A second signal is detected, during asecond period of time, that is related to the cardiovascular pulse andthat can be used to determine a second-signal pulse rate. The timing ofthe second period of time, and the frequency of the second-signal pulserate, are indicated in FIG. 1A by a circle (the second-signal pulse rate120 a). A second set of pulse rates 115 a is determined, for a thirdperiod of time that is subsequent to the second period of time, based onthe first signal and on the second-signal pulse rate.

As shown in FIG. 1A, the pulse rate is generally determined by the firstsignal, with the determined pulse rate gradually changing over timeexcept when the second-signal pulse rate 120 a is available, at whichpoint the determined pulse rate jumps to correspond to the second-signalpulse rate 120 a. Subsequent estimates of the pulse rate (i.e., 115 a)gradually change over time from the second-signal pulse rate 120 a. Avariety of different algorithms or methods (e.g., an inertial filter, aViterbi algorithm, a Kalman filter, a hidden Markov model) could be usedto determine a pulse rate by updating previous estimates of the pulserate or according to some other method based on previously detectedvalues of the first signal and/or pulse rates determined for previouspoints in time based on the second signal.

As shown in FIG. 1A, the pulse rate (e.g., 110 a, 115 a) is determinedfor a particular point in time based on previously detected signals(e.g., previously detected values of a first signal, pulse ratesdetermined for previous points in time based on previously detectedvalues of a second signal); that is, pulse rates can be determinedcausally. Additionally or alternatively, a pulse rate can be determined,for a particular point in time, based on signals detected after theparticular point in time. Such determinations can include retroactivelydetermining a pulse rate and/or changing a determined pulse rate forprevious points in time based on signals detected after the particularpoint in time.

An example of this is provided in FIG. 1B. A first signal related to acardiovascular pulse is used to determine, for a first time period, afirst set of pulse rates 130 b. A second signal is detected, during asecond period of time, that is related to the cardiovascular pulse andthat can be used to determine a second-signal pulse rate. The timing ofthe second period of time, and the frequency of the second-signal pulserate, are indicated in FIG. 1B by a circle (the second-signal pulse rate120 a). A second set of pulse rates 110 b is determined, for the firstperiod of time and for a third period of time that is subsequent to thesecond period of time, based on the first signal and on thesecond-signal pulse rate. Alternatively, the determination of the firstset of pulse rates 130 b could be omitted, and only the second set ofpulse rates 110 b could be determined for the first period of time oncethe second-signal pulse rate 120 b has been determined and/or some othersignals have been detected and/or determined.

As noted above, pulse rates can be determined, based on one or moresignals related to a cardiovascular pulse and/or pulse rates determinedfrom such signals, in a variety of ways. In some examples, a signalcould be used to determine, for a particular period of time, aninstantaneous estimate of the pulse rate and such a determinedinstantaneous pulse rate could be used to update (e.g., by a weightedcombination of the instantaneous rate and the previous estimate, byapplying an inertial filter, an alpha beta filter, or some otheralgorithm) an estimated pulse rate for a previous period of time todetermine a pulse rate for the particular period of time. Suchdeterminations can be constrained by pulse rates determined from furtherdetected signals (e.g., pulse rates determined based on detected signalsthat are intermittently related to a cardiovascular pulse or otherwiseintermittently available to determine a pulse rate) in a variety ofways. Estimated pulse rates could be constrained by being reset to suchdetermined pulse rates or otherwise using such a determined pulse rateas a starting value or seed for the determination of pulse rates forother periods of time (e.g., for subsequent periods of time).

Additionally or alternatively, estimated pulse rates could beconstrained by using a pulse rate determined from an intermittentlyavailable signal to choose a pulse rate from a number of potential pulserates that are determined based on a further signal. For example, anumber of potential pulse rates could be determined based on a firstsignal (e.g., a photoplethysmographic signal detected by detecting theabsorption of light by blood in a portion of subsurface vasculature of aperson). Such potential pulse rates could be determined in a variety ofways, e.g., by detecting peaks, maxima, or other features of a powerspectrum or other spectral content determined from the first signal, bydetermining the instantaneous frequencies of a number of phase lockedloops that receive the first signal as an input, or using some othermethods. A second-signal pulse rate, determined based on a detectedsecond signal (e.g., an electrocardiographic signal that isintermittently available when a user contacts electrodes of a sensor),could then be used to select one of the potential pulse rates. Such aselection could be performed by determining a difference between each ofthe potential pulse rates and the second-signal pulse rate and selectingthe potential pulse rate that has the smallest difference.

An example of this is provided in FIG. 2A. A first signal related to acardiovascular pulse is used to determine a first 210 a, second 213 a,and third 215 a sets of potential pulse rates. A second signal isdetected that is related to the cardiovascular pulse during a particularperiod of time and that is used to determine, for the particular periodof time, a second-signal pulse rate. The timing of the particular periodof time, and the frequency of the second-signal pulse rate, areindicated in FIG. 2A by a circle (the second-signal pulse rate 220 a).The second-signal pulse rate 220 a is then used to select one of thesets of potential pulse rates 210 a, 213 a, 215 a based on a differencebetween the second-signal pulse rate 220 a and pulse rates of the setsof potential pulse rates corresponding to the particular period of time.As shown in FIG. 2A, the first set of potential pulse rates 210 a isselected as the first set of potential pulse rates 210 a, during theparticular period of time, has a difference from the second-signal pulserate 220 a that is less than the difference between the second-signalpulse rate 220 a and pulse rates, during the particular period of time,of the other two sets of potential pulse rates 213 a, 215 a.

A detected signal could be used in a variety of ways to determine pulserates. Time-domain methods could be used to detect the timing, rate ofoccurrence, or other properties of time-domain features of a detectedsignal, e.g., one or more instances of a feature of the signal (e.g., azero crossing, a local maximum, a local minimum, a QRS complex of anelectrocardiographic signal, a triangular peak of aphotoplethysmographic signal) could be detected within the signal andthe timing of such detected features could be used to determine a pulserate based on the signal. In some examples, a filter, controller,oscillator, or other structure could be applied to the signal to detecta pulse rate. For example, one or more phase-locked loops could receivethe detected signal as an input and could lock in to oscillatingcontents of the detected signal, allowing the pulse rate to bedetermined from the instantaneous frequencies of the one or more phaselocked loops.

Additionally or alternatively, spectral content of the signal (e.g., aFourier transform, a power spectrum, a spectrogram) could be determinedand used to determine one or more pulse rates. For example, peaks orother features could be determined from a power spectrum, Fouriertransform, or other spectral content determined from samples of thesignal detected during a particular period of time and the frequency ofsuch determined peaks or other features could be used to determine apulse rate for the particular period of time. In some examples, a numberof potential pulse rates could be determined for the particular periodof time based on the frequencies of corresponding different peaks orother features of the spectral content. One of the potential pulse ratescould be selected for the particular period of time based on somefurther information corresponding to the particular period of time,e.g., based on a second-signal pulse rate determined for the particularperiod of time based on a second signal that is detected during theparticular period of time.

Further, a plurality of pulse rates could be determined, for acorresponding plurality of periods of time, based on a spectrogram, aplurality of power spectra, or some other spectral content determinedfor the plurality of different periods of time. For example, suchspectral content could be used to determine sequences of pulse ratesover time that maximize the likelihood of the sequence, that minimize arate of change of the determined sequence of pulse rates over time, oraccording to some other considerations. Such a sequence of pulse ratescould be determined, based on determined spectral content, using theViterbi algorithm, a hidden Markov model, or some other methods.Further, such determined sequences could be constrained by additionalinformation about a cardiovascular pulse, e.g., by a pulse ratedetermined, for a particular period of time, based on a further signalthat is related to the cardiovascular pulse during the particular periodof time (e.g., an electrocardiographic signal detected from electrodesthat are in contact with skin of opposite arms of a person during theparticular period of time). Such additional information could be used asan initial value for determining further pulse rates based on thespectral content (e.g., a sequence of pulse rates could be reset to sucha value) or could be used to constrain the determined pulse rates insome other way.

FIG. 2B provides an illustrative example of such spectral content andpulse rates determined therefrom. FIG. 2B illustrates spectral contentdetermined from a first signal over time, showing high-energy regions245 b and low-energy regions 240 b corresponding to ranges offrequencies that, during different periods of time, represent more orless, respectively, of the frequency content of the first signal. Thehigh-energy regions 245 b could correspond to high-magnitude regions ofa spectrogram, high-magnitude portions of a plurality of power spectraor Fourier transforms corresponding to different periods of time, or tosome other property of a determined spectral content of the first signalthat corresponds to ranges of frequency that may include the pulse rateof the cardiovascular pulse during different periods of time. Thehigh-energy regions 245 b exhibit two tracks, 250 a and 250 b, thatcould correspond to regularly repeating patterns or other oscillatingcontents of the first signal, e.g., repeating patterns corresponding tothe cardiovascular pulse (e.g., a repeating pattern of light absorptionover time corresponding to the volume of blood in a portion ofsubsurface vasculature over time), harmonics of such patterns,repetitive motion of a sensor and/or of a person (e.g., a repeatedsignal related to repeated motion of a person due to walking orexercise), or some other repeating content. These tracks are connectedat a number of points in time by vertical high-energy regions 245 b;such vertical regions could correspond to noise in the first signalduring periods of time when the first signal includes such noise, e.g.,when a sensor that is detecting the first signal is displaced relativeto a portion of subsurface vasculature or other tissue.

Pulse rates for the cardiovascular pulse could be determined based ondetermined spectral content (e.g., a spectrogram, one or more powerspectra or Fourier transforms, or some other content corresponding to,e.g., the regions 240 b, 245 b illustrated in FIG. 2B) in a variety ofways. In some examples, the pulse rates can be determined as a sequence,e.g., using the alpha-beta filter, the Viterbi algorithm, an inertialfilter, or some other method for determining a pulse rate for aparticular period of time based on spectral content for the particularpoint of time and pulse rates determined for proximate periods of timeand/or spectral content determined for the proximate periods of time.Such determinations could be causal (that is, a pulse rate for aparticular period of time is determined based on detected signals orinformation determined therefrom detected during the particular periodof time and/or prior to the particular period of time) or acausal (thatis, a pulse rate for a particular period of time is determined based onsignals detected during, before, and/or after the particular point intime and/or information determined from such detected signals).

Pulse rates could be determined based on pulse rates determined fromfurther detected signals, e.g., based on a pulse rate determined for aparticular period of time based on a detected signal that is related tothe cardiovascular pulse during the particular period of time. As shownin FIG. 2B, a first signal that is related to a cardiovascular pulse isdetected and used to determine spectral content of the first signal(illustrated by the regions 240 b, 245 b). A second signal is detected,during a particular period of time, that is related to thecardiovascular pulse and that can be used to determine a second-signalpulse rate. The timing of the particular period of time, and thefrequency of the second-signal pulse rate, are indicated in FIG. 2B by acircle (the second-signal pulse rate 220 b).

The second-signal pulse rate 220 b could be used to determine pulserates only for periods of time subsequent to the particular period oftime; that is, the second-signal pulse rate 220 b could be usedcausally, in combination with the spectral content of the first signal,to determine pulse rates. This could include determining pulse ratesbased on the spectral content unless a second-signal pulse rate isavailable, at which time the determined pulse rate will be reset to thevalue of the second-signal pulse rate or otherwise changed based on thesecond-signal pulse rate. This is depicted, by way of example, in FIG.2B by a sequence of prior pulse rates 210 b that are determined forperiods of time prior to the particular period of time during which thesecond-signal pulse rate 220 b is available. The determined pulse rateis then set to the second-signal pulse rate 220 b for the particularperiod of time. Pulse rates for subsequent periods of time aredetermined from the second-signal pulse rate 220 b, depicted in FIG. 2Bby a sequence of subsequent pulse rates 215 b.

Alternatively, the second-signal pulse rate 220 b could be used todetermine pulse rates for periods of time before and after theparticular period of time; that is, the second-signal pulse rate 220 bcould be used acausally, in combination with the spectral content of thefirst signal, to determine pulse rates. For example, the second-signalpulse rate 220 b could be used as a constraint on the pulse ratedetermined for the particular period of time when the second-signalpulse rate 220 b is available and pulse rates for prior and subsequentperiods of time could be determined based on the second-signal pulserate 220 b (e.g., using the second-signal pulse rate 220 b as a startingvalue or seed). This is depicted in FIG. 2B by a further sequence ofdetermined pulse rates 240 b.

A variety of physiological or other signals related to a cardiovascularpulse or to some other oscillating or otherwise repeating pattern couldbe detected and used to determine a cardiovascular pulse rate or otherfrequency or rate as described herein. In some examples, such signalscould be substantially consistently available for determining the pulserate, e.g., due to a stable contact and/or relative location of a sensorand a skin surface, a portion of subsurface vasculature, or some otherportion of tissue measured having a property measured by the sensor, dueto noise characteristics of the sensor and/or of a physical variablemeasured by the sensor, or due to some other factors. Such sensors couldinclude photoplethysmographic sensors (that is, sensors configured todetect a signal related to a cardiovascular pulse by illuminating aportion of subsurface vasculature and detecting the intensity or otherproperties of the light responsively reflected, scattered, or otherwiseemitted from the portion of subsurface vasculature), acoustical sensors(e.g., sensors configured to detect heart noises or other sounds relatedto a cardiovascular pulse), ultrasound sensors (e.g., sensors configuredto emit ultrasound energy into a portion of subsurface vasculature andto detect the velocity or other properties of blood flow in the portionof subsurface vasculature over time based on properties of the reflectedultrasound energy), or some other sensors.

As noted above, signals detected by such sensors could be augmentedintermittently by further signals that are not substantiallycontinuously related to a cardiovascular pulse and thus may not becontinuously available to determine a pulse rate of the cardiovascularpulse. Such signals could, during intermittent periods of time, bedetected and used to determine pulse rates that could be used to improvethe ongoing determination of pulse rates using some other detectedsignal (e.g., by resetting the ongoing determination of the pulse rateto a value of the pulse rate determined using the intermittent signal,by using the intermittent signal to select one of a set of potentialpulse rates determined based on the other detected signal, or accordingto some other method(s) described herein).

Such further signals could be detected using sensors that are ininconsistent contact with a body, e.g., such that the signal can be usedto determine a pulse rate only when the sensor is in steady contact witha body. Such a sensor could include two or more electrodes configured todetect an electrocardiographic signal, a skin conductance signal, orsome other electrical signal related to a cardiovascular pulse when theelectrodes of the sensor are in electrical contact with respectivelocations of skin of the body. Such a sensor could include anaccelerometer or other motion sensor configured to detect displacement,acceleration, or other motions of the sensor such that, when the sensoris in consistent contact with skin and there is minimal absolute motionof the skin, displacement or other motion of the sensor is related tothe cardiovascular pulse, e.g., due to displacements of skin overlying aportion of subsurface vasculature that are related to changes in thevolume and/or pressure of blood in the portion of subsurfacevasculature.

Such further signals could be detected and assessed to determine whethera pulse rate can be reliably determined from the further signal. Thiscould include determining a power level of the detected signal, a signalto noise ratio of the detected signal (e.g., a power in frequency bandscorresponding to a signal of interest divided by total signal power), apower of the signal within one or more frequency bands (e.g., withinfrequency bands related to noise content of the signal), a variabilityof a pulse rate or pulse period determined based on the signal, aquality and/or presence of a feature in the signal (e.g., a QRS complexin the signal), or some other determination related to whether a pulserate can be reliably determined from the signal. Additionally oralternatively, some additional variable related to the further signalcould be detected and used to determine whether a pulse rate can bereliably determined from the further signal. For example, an impedancebetween electrodes of an electrocardiogram sensor, a pressure or forcebetween a sensor and a skin surface, or some other variables related tothe use of a sensor to detect the further signal could be detected andused to determine whether a pulse rate can be reliably determined fromthe further signal.

In some examples, the actions of a person (e.g., a person whosecardiovascular pulse is being detected) could result in a signal beingrelated to a cardiovascular pulse such that a pulse rate can be reliablydetermined from the signal. For example, the person could place a sensorinto contact with skin or with some other body part, the person couldapply a force to ensure that a sensor is in reliable contact with thebody part, the person could move a body part to be in contact with asensor, or the person could perform some other action such that a sensoris able to detect a signal that is related to a cardiovascular pulse.For example, a person could place one or more skin surfaces in contactwith respective electrodes of a sensor to facilitate the detection of anelectrocardiographic signal, a skin conductance, or some otherelectrical signal related to a cardiovascular pulse.

As an example, a wearable device could be configured to mount to a firstwrist (e.g., the left wrist) of the wearer and to have a firstelectrical contact configured to contact a first skin location on thefirst wrist. The wearable device could further include a secondelectrical contact configured to be contacted by a second skin locationof the wearer. That is, the wearer could move a portion of the wearer'sbody (e.g., a right hand) proximate to the wearable device such that asecond skin location (e.g., a finger, hand, or wrist location of the armof the wearer opposite the arm to which the wearable device is mounted)is in contact with the second electrical contact of the wearable device.In this way, the wearable device could enable periodic extraction ofelectrocardiographic signals from voltage fluctuations between the twoskin locations (e.g., between a wrist location of the left arm and afinger location of the right arm). Such a wearable device could beconfigured in the form of a wristwatch or other wrist-mounted device(i.e., having a central housing (on or within which could be mountedfirst and/or second electrical contacts) mounted to the wrist by e.g., astrap or band configured to encircle the wrist) and could include meansfor performing additional functions, e.g., indicating a time and/orpulse rates to the wearer. Such a device could additionally includeother sensors configured to detect signals related to the cardiovascularpulse, e.g., a photoplethysmographic sensor. Pulse rates could bedetermined based on signals detected by the other sensor(s) and suchdetermined pulse rates could be adjusted, reset, or otherwise improvedwhen the electrocardiographic signals are available for determination ofthe pulse rate (e.g., when the wearer contacts the second electrode withskin of the opposite arm).

FIG. 3A illustrates such an example wearable device 310 mounted to awrist of a first arm 305 a of a wearer 100 during a first period oftime. The wearable device 310 includes a housing 320 mounted to thewrist of the first arm 305 a by a mount 340 (e.g., a strap or band). Thewearable device further includes first (not shown) and second 330electrical contacts. The first electrical contact is disposed on aninside (i.e., wrist-facing) side of the housing 320 and configured tocontact skin at a first external body surface (i.e., skin of the wristof the first arm 305 a) when the housing 320 is mounted on the wrist ofthe first arm 305 a. The second electrical contact 330 is configured tobe contacted by skin of a second external body surface (e.g., by finger,hand, wrist, or other skin of a second arm 305 b of the wearer 300). Thewearable device 310 additionally includes electronics (e.g., a signalconditioner or other elements of a sensor, not shown) electricallyconnected to the first and second 330 electrical contacts and configuredto extract an electrocardiographic signal (related to a cardiovascularpulse of the heart 301 of the wearer 300) from voltage fluctuationsbetween the first and second 330 electrical contacts.

FIG. 3B illustrates the wearable device 310 and wearer 300 during asecond period of time when the wearer 300 is positioning skin of afinger of the second arm 305 b in contact with the second electricalcontact 330. In this state, electronics (e.g., a signal conditioner) ofthe wearable device 310 could extract an electrocardiographic signalrelated to the cardiovascular pulse of the wearer's 300 heart 301 duringthe second period of time from voltage fluctuations between the firstand second 330 electrical contacts.

FIG. 3C illustrates the wearable device 310 in detail. The housing 320has an outside surface that is away from the first external surface ofthe body and an inside surface (not shown) that is toward and/or incontact with the first external surface of the body when the housing 320is positioned on the first external surface of the body. A userinterface 332 is disposed on the outside surface of the housing 320. Thesecond electrical contact 330 is disposed along an edge of the outsidesurface of the housing 310 d completely enclosing the user interface332. Other configurations of a wearable device as described herein areanticipated.

Note that descriptions of the determination of pulse rates based onsamples of detected signals using methods herein are intended asnon-limiting illustrative examples of the determination of frequenciesand/or rates of oscillating and/or repeating contents of a variety ofdetected signals. Such methods could be used to determine a rate ofbreathing, a rate of locomotion or other repeated action or motion, orsome other rate or frequency that could be determined based on adetected physiological signal or some other detected signal (e.g., astrain detected using a chest strap breathing sensor, an accelerometermounted to a body part). Further, systems and methods described hereincould be used to determine frequencies or rates of such processes in ananimal. Systems and methods described herein could be used to determinefrequencies or rates of contents of signals detected from a naturalenvironment (e.g., a frequency of cyclical water flows in a marsh, lakeor stream), an artificial environment (e.g., a frequency of repeatingpatterns in a detected rate of inflow into a water treatment process),or some other environment of interest.

III. EXAMPLE DEVICES

One or more devices or systems could be configured to determine a pulserate of a cardiovascular pulse (or to determine a rate or frequency ofsome other process or pattern or interest) based on signals detectedusing one or more sensors. As noted elsewhere herein, one or more of thesensors could detect a signal that is intermittently related to thecardiovascular pulse (or other process of interest) and thus may beused, for periods of time when the signal is related to thecardiovascular pulse, to determine a pulse rate and such a determinedpulse rate could be used, in combination with other detected signals, toreset an ongoing sequence of determined pulse rates, to select one of aset of potential pulse rates determined based on the other detectedsignals, to serve as a seed or initial value for determination of pulserates for other periods of time, or according to some other method todetermine pulse rates of the cardiovascular pulse.

The sensors used to detect such signals could be disposed in a singledevice (e.g., a single wearable or otherwise body-mountable device) orin multiple devices. For instance, a first device that is securelymountable to a wrist could include a first sensor (e.g., aphotoplethysmographic sensor) that is configured to substantiallycontinuously detect a signal related to a cardiovascular pulse (e.g., anamount of absorption of light by blood in a portion of subsurfacevasculature that changes over time as the volume of blood in the portionof subsurface vasculature changes) when the first device is mounted tothe wrist. A second device could include a necklace, a garment, ablanket, or some other elements that are configured to be loosely incontact with a body or otherwise intermittently able to access a signalthat is related to the cardiovascular pulse (e.g., to access anelectrocardiographic signal when electrodes of the device are inreliable contact with skin, to detect an acceleration of the device thatis related to the cardiovascular pulse when the device is in reliablecontact with skin). Outputs from both devices could be combined todetermine pulse rates of the cardiovascular pulse. Such determinationscould be performed by controllers or other elements in one or moredevices of such multiple-device systems, or by a controller that is partof some further system or device that is in communication with thedevices including such sensors (e.g., by a cloud computing system).

An example of a wearable device 400 that can operate at least one sensorto detect a signal that is at least intermittently related to acardiovascular pulse is illustrated in FIG. 4. The term “wearabledevice,” as used in this disclosure, refers to any device that iscapable of being worn at, on or in proximity to a body surface, such asa wrist, ankle, waist, chest, or other body part. In order to take invivo measurements in a non-invasive manner from outside of the body, thewearable device may be positioned on a portion of the body where asignal related to the cardiovascular pulse may be detected (e.g.,proximate a portion of subsurface vasculature or some other tissuecontaining pulsatile blood flow, proximate one or more skin locationsfrom which an electrocardiographic signal may be extracted), thequalification of which will depend on the type of detection system used.The device may be placed in close proximity to skin or tissue, but neednot be touching or in intimate contact therewith. A mount 410, such as abelt, wristband, ankle band, etc. can be provided to mount the deviceat, on or in proximity to the body surface. The mount 410 may preventthe wearable device from moving relative to the body to reducemeasurement error and noise. In one example, shown in FIG. 4, the mount410, may take the form of a strap or band 420 that can be worn around apart of the body. Further, the mount 410 may be an adhesive substratefor adhering the wearable device 400 to the body of a wearer.

A measurement platform 430 is disposed on the mount 410 such that it canbe positioned on the body where subsurface vasculature is easilyobservable or where some other signal of interest may be detected. Aninner face 440 of the measurement platform is intended to be mountedfacing to the body surface. The measurement platform 430 may house adata first sensor 480, which may be configured to detect one or moresignals related to a cardiovascular pulse. For example, the first sensor480 may include an optical sensor that is configured to detect a degreeof absorption of light at one or more wavelengths by blood in a portionof subsurface vasculature over time (e.g., by illuminating the portionof subsurface vasculature and detecting an intensity or other propertiesof light responsively reflected by, scattered by, or otherwise emittedfrom the portion of subsurface vasculature). In another example, thefirst sensor 480 may include an accelerometer, a pressure sensor, orsome other sensor configured to detect a blood pressure in the portionof subsurface vasculature, to detect a displacement of the skin surfacerelated to changes in the volume or pressure of blood in the portion ofsubsurface vasculature, or to detect some other physical variablerelated to a cardiovascular pulse.

The measurement platform 430 may include multiple such sensors, and thesignals detected using the sensor(s) could be substantially continuouslyrelated to a cardiovascular pulse or could be intermittently related tothe cardiovascular pulse (e.g., when the absolute or relative (to atarget tissue, e.g., skin surface, portion of subsurface vasculature)motion of the sensor is minimal, when the sensor is in consistentcontact with skin or with some other tissue). Further, the measurementplatform 430 may include elements of sensors that are configured tooperate to detect a signal that is related to the cardiovascular pulsewhen a wearer performs some action. For example, the measurementplatform 430 includes a first electrode 460 that is configured to be incontact with skin of the wrist when the wearable device 400 is mountedto the wrist. The wearable device also includes a second electrode 465that is disposed on the band 420 and that can be contacted by skin of anopposite arm (e.g., skin of a fingertip) of a wearer. When the device400 is mounted to a wrist such that the first electrode 460 is incontact with skin of the wrist and the second electrode 465 is beingcontacted by skin of the opposite arm, an electrical potential signalrelated to the cardiovascular pulse (e.g., an electrocardiographicsignal) could be detected by a sensor of the device 400 using theelectrodes 460, 465.

The wearable device 400 may also include a user interface 490 via whichthe wearer of the device may receive one or more recommendations oralerts generated either from a remote server or other remote computingdevice, or from a processor within the device. The alerts could be anyindication that can be noticed by the person wearing the wearabledevice. For example, the alert could include a visual component (e.g.,textual or graphical information on a display), an auditory component(e.g., an alarm sound), and/or tactile component (e.g., a vibration).Further, the user interface 490 may include a display 492 where a visualindication of the alert or recommendation may be displayed. The display492 may further be configured to provide an indication of the measuredphysiological parameters, for instance, a determined cardiovascularpulse rate.

FIG. 5 is a simplified schematic of a system including one or morewearable devices 500. The one or more wearable devices 500 may beconfigured to transmit data via a communication interface 510 over oneor more communication networks 520 to a remote server 530. In oneembodiment, the communication interface 510 includes a wirelesstransceiver for sending and receiving communications to and from theserver 530. In further embodiments, the communication interface 510 mayinclude any means for the transfer of data, including both wired andwireless communications. For example, the communication interface mayinclude a universal serial bus (USB) interface or a secure digital (SD)card interface. Communication networks 520 may be any one of may be oneof: a plain old telephone service (POTS) network, a cellular network, afiber network and a data network. The server 530 may include any type ofremote computing device or remote cloud computing network. Further,communication network 520 may include one or more intermediaries,including, for example wherein the wearable device 500 transmits data toa mobile phone or other personal computing device, which in turntransmits the data to the server 530.

In addition to receiving communications from the wearable device 500,such as collected physiological parameter data and data regarding healthstate as input by the user, the server may also be configured to gatherand/or receive either from the wearable device 500 or from some othersource, information regarding a wearer's overall medical history,environmental factors and geographical data. For example, a user accountmay be established on the server for every wearer that contains thewearer's medical history. Moreover, in some examples, the server 530 maybe configured to regularly receive information from sources ofenvironmental data, such as viral illness or food poisoning outbreakdata from the Centers for Disease Control (CDC) and weather, pollutionand allergen data from the National Weather Service. Further, the servermay be configured to receive data regarding a wearer's health state froma hospital or physician. Such information may be used in the server'sdecision-making process, such as recognizing correlations and ingenerating clinical protocols.

Additionally, the server may be configured to gather and/or receive thedate, time of day and geographical location of each wearer of the deviceduring each measurement period. Such information may be used to detectand monitor spatial and temporal spreading of diseases. As such, thewearable device may be configured to determine and/or provide anindication of its own location. For example, a wearable device mayinclude a GPS system so that it can include GPS location information(e.g., GPS coordinates) in a communication to the server. As anotherexample, a wearable device may use a technique that involvestriangulation (e.g., between base stations in a cellular network) todetermine its location. Other location-determination techniques are alsopossible.

The server may also be configured to make determinations regarding apulse rate of a cardiovascular pulse of a user based on informationreceived from one or more of the wearable devices 500 that areassociated with the user. This could include receiving signals detectedby multiple sensors of a single wearable device 500 and/or receivingsignals from multiple devices 500 and using the received signals todetermine the pulse rates. The server may also be configured to makedeterminations regarding drugs or other treatments received by a wearerof one or more of the devices 500 and, at least in part, thephysiological parameter data and the indicated health state of the user.From this information, the server may be configured to derive anindication of the effectiveness of the drug or treatment. For example,if a wearer is prescribed a drug intended to treat tachycardia, but theserver receives data from the wearable device(s) indicating (based ondetermined pulse rates) that the wearer's heart rate has remainedelevated over a certain number of measurement periods, the server may beconfigured to derive an indication that the drug is not effective forits intended purpose for this wearer.

Further, some embodiments of the system may include privacy controlswhich may be automatically implemented or controlled by the wearer ofthe device. For example, where a wearer's collected physiologicalparameter data and health state data are uploaded to a cloud computingnetwork for trend analysis by a clinician, the data may be treated inone or more ways before it is stored or used, so that personallyidentifiable information is removed. For example, a user's identity maybe treated so that no personally identifiable information can bedetermined for the user, or a user's geographic location may begeneralized where location information is obtained (such as to a city,ZIP code, or state level), so that a particular location of a usercannot be determined.

Additionally or alternatively, wearers of a device may be provided withan opportunity to control whether or how the device collects informationabout the wearer (e.g., information about a user's medical history,social actions or activities, profession, a user's preferences, or auser's current location), or to control how such information may beused. Thus, the wearer may have control over how information iscollected about him or her and used by a clinician or physician or otheruser of the data. For example, a wearer may elect that data, such ashealth state and physiological parameters, collected from his or herdevice may only be used for generating an individual baseline andrecommendations in response to collection and comparison of his or herown data and may not be used in generating a population baseline or foruse in population correlation studies.

IV. EXAMPLE ELECTRONICS PLATFORM

FIG. 6 is a simplified block diagram illustrating the components of adevice 600, according to an example embodiment. Device 600 may take theform of or be similar to the devices 310, 400 shown in FIGS. 3A, 3B, 3Cand 4. That is, device 600 may take the form of a wrist-mountable orotherwise body-mountable device. Device 600 may also take other forms,e.g., could take the form of a device configured to be maintained inproximity to an environment of interest (e.g., a body part) by a user oroperator of the device 600 or by a frame or other supporting structure.Device 600 could also take the form of a device configured to signals ofinterest from some other environment, for example, a body of an animalor some other environment containing a parameter or variable thatcontains an oscillating pattern having a frequency or rate that could bedetected according to the methods described herein. Device 600 alsocould take other forms.

In particular, FIG. 6 shows an example of a device 600 having a firstsensor 612, a second sensor 614, a user interface 620, communicationsystem(s) 630 for transmitting data to a remote system, and controller640. The components of the device 600 may be disposed on a mount or onsome other structure for mounting the device to enable stable detectionof one or more signals related to a cardiovascular pulse or otherprocess of interest, for example, around a wrist of a wearer such thatsignals related to a portion of subsurface vasculature or other targettissue are detectable.

Controller 640 may be provided as a computing device that includes oneor more processors 645. The one or more processors 645 can be configuredto execute computer-readable program instructions 670 that are stored inthe computer readable data storage 660 and that are executable toprovide the functionality of a device 600 described herein.

The computer readable data storage 660 may include or take the form ofone or more non-transitory, computer-readable storage media that can beread or accessed by at least one processor 645. The one or morecomputer-readable storage media can include volatile and/or non-volatilestorage components, such as optical, magnetic, organic or other memoryor disc storage, which can be integrated in whole or in part with atleast one of the one or more processors 645. In some embodiments, thecomputer readable data storage 660 can be implemented using a singlephysical device (e.g., one optical, magnetic, organic or other memory ordisc storage unit), while in other embodiments, the computer readabledata storage 660 can be implemented using two or more physical devices.

The first 612 and second 614 sensors are configured to detect respectivefirst and second signals. As noted elsewhere herein, the first sensor612 could detect a signal that is substantially continuously related toa cardiovascular pulse of a person such that the first signal can beused substantially continuously to determine a pulse rate of thecardiovascular pulse. The second sensor 614 could detect a second signalthat is intermittently related to the cardiovascular pulse such that thesecond signal can be used to determine pulse rates for thecardiovascular pulse for those periods of time when the second signal isrelated to the cardiovascular pulse (e.g., when a wearer contactselectrodes of the second sensor 614 with skin of the wearer, when thesecond sensor 614 is in stable contact with a body). The first 612 andsecond 614 sensors could be provided on or within a single housing ofthe device 600 or within multiple housings (e.g., connected using acable or other interconnection). The first 612 and second 614 sensorscould include any of the types of sensors described elsewhere herein todetect signals that are at least intermittently related to acardiovascular pulse or other repeating process of interest.

The program instructions 670 stored on the computer readable datastorage 660 may include instructions to perform any of the methodsdescribed herein. For instance, in the illustrated embodiment, programinstructions 670 include a controller module 672 and a pulse ratedetermination module 674.

The controller module 672 can include instructions for operating thefirst 612 and second 614 sensors. For example, the controller module 672may include instructions for operating a light source and light sensorof the first sensor 612 at a plurality of points in time to obtain arespective plurality of samples of a photoplethysmographic signal. Inanother example, the controller module 672 may include instructions foroperating an accelerometer, a pressure sensor, or some other sensor tomeasure signals related to a cardiovascular pulse. The controller module672 may include instructions for operating one or both of the sensors612, 614 to detect a signal that is not directly related to acardiovascular pulse but that may be related to the operation of thesensors 612, 614 to detect such signals, e.g., to detect an impedancebetween electrodes that may be used, by the second sensor 614, to detectan electrocardiographic signal related to the cardiovascular pulse. Insome examples, the controller module 672 may operate ananalog-to-digital converter (ADC) to sample one or more signals (e.g.,amplifier outputs) generated by the first 612 and/or second 614 sensorsto obtain sets of samples of the signals detected during one or moreperiods of time.

The controller module 672 can also include instructions for operating auser interface 620. For example, controller module 672 may includeinstructions for displaying data collected by the controller module 672and analyzed by the pulse rate determination module 674. Further,controller module 672 may include instructions to execute certainfunctions based on inputs accepted by the user interface 620, such asinputs accepted by one or more buttons or touchscreen displays disposedon the user interface.

Pulse rate determination module 674 may include instructions foranalyzing data (e.g., sets of samples obtained from signals detected bythe sensors 612, 614) to determine cardiovascular pulse rates, todetermine based on such determined pulse rates or other information if amedical condition is indicated (e.g., an arrhythmia, a heart attack, acardiac arrest), or other analytical processes relating to theenvironment proximate to the device 600. In particular, the pulse ratedetermination module 674 may include instructions for determiningspectral contents, pulse rates, or other information based on samples ofthe signals detected by the sensors 612, 614. In particular, the pulserate determination module 674 may include instructions for combining thesignals detected using both of the sensors 612, 614 when such signalsare related to a cardiovascular pulse (e.g., when electrodes of thesecond sensor 614 are in reliable contact with skin of a wearer suchthat an electrical potential between the electrodes is related to thecardiovascular pulse). The pulse rate determination module 674 couldfurther include instructions for determining that a signal detected byone of the sensors 612, 614 is related to the cardiovascular pulseduring a particular period of time, e.g., by detecting the presence orsome other quality of features (e.g., QRS complexes of anelectrocardiographic signal, peaks of a photoplethysmographic signal) inthe signal, by determining a degree of variability of pulse timing orpulse rates determined from the signal, by determining a signal-to-noiseratio or other noise information about the signal, or using some othermethods.

Some of the program instructions of the controller module 672 and thepulse rate determination module 674 may, in some examples, be stored ina computer-readable medium and executed by a processor located externalto the device 600. For example, the device 600 could be configured tooperate one or both of the sensors 612, 614 (or to otherwise generate orobtain a plurality of samples of a signal related to a cardiovascularpulse) and then transmit related data to a remote server, which mayinclude a mobile device, a personal computer, the cloud, or any otherremote system, for further processing (e.g., for the determination ofpulse rates and/or frequencies of oscillating patterns in the signal(s)using methods described herein). Additionally or alternatively, thedevice 600 could receive, using the communication system(s) 630, samplesof a signal related to the cardiovascular pulse from some other device(e.g., a device that is part of a necklace, a garment, a blanket, orsome other object) and a cardiovascular pulse could be determined by thedevice 600 using such received samples in combination with information(e.g., samples) of signals detected by the sensors 612, 614 of thedevice 600.

User interface 620 could include indicators, displays, buttons,touchscreens, head-mounted displays, and/or other elements configured topresent information about the device 600 to a user and/or to allow theuser to operate the device 600. Additionally or alternatively, thedevice 600 could be configured to communicate with another system (e.g.,a cellphone, a tablet, a computer, a remote server) and to presentelements of a user interface using the remote system. The user interface620 could be disposed proximate to the sensors 612, 614 or otherelements of the device 600 or could be disposed away from other elementsof the device 600 and could further be in wired or wirelesscommunication with the other elements of the device 600. The userinterface 620 could be configured to allow a user to specify someoperation, function, or property of operation of the device 600. Theuser interface 620 could be configured to present a determined pulserate or some other health state of a wearer of the device 600, or topresent some other information to a user. Other configurations andmethods of operation of a user interface 620 are anticipated.

Communication system(s) 630 may also be operated by instructions withinthe program instructions 670, such as instructions for sending and/orreceiving information via a wireless antenna, which may be disposed onor in the device 600. The communication system(s) 630 can optionallyinclude one or more oscillators, mixers, frequency injectors, etc. tomodulate and/or demodulate information on a carrier frequency to betransmitted and/or received by the antenna. In some examples, the device600 is configured to indicate an output from the controller 640 bytransmitting an electromagnetic or other wireless signal according toone or more wireless communications standards (e.g., Bluetooth, WiFi,IRdA, ZigBee, WiMAX, LTE). In some examples, the communication system(s)630 could include one or more wired communications interfaces and thedevice 600 could be configured to indicate an output from the controller640 by operating the one or more wired communications interfacesaccording to one or more wired communications standards (e.g., USB,FireWire, Ethernet, RS-232).

In some examples, obtained samples of a signal or other physiologicalproperty or parameter of interest, determined pulse rates, or otherinformation generated by the device 600 may additionally be input to acloud network and be made available for download by a user's physician.Analyses may also be performed on the collected data, such as estimatesof pulse rate variability, arrhythmia, determinations of post-surgicaltreatment or rehabilitation regimens, and/or efficacy of drug treatmentregimens, in the cloud computing network and be made available fordownload by physicians or clinicians. Further, collected informationfrom individuals or populations of device users may be used byphysicians or clinicians in monitoring efficacy of a surgicalintervention or other treatment.

V. ILLUSTRATIVE METHODS

FIG. 7 is a flowchart of a method 700 for determining cardiovascularpulse rates based on one or more detected signals related to thecardiovascular pulse and providing indications related to suchdetermined pulse rates. The method 700 includes detecting a first signalthat is related to the cardiovascular pulse (710). This could includeoperating a sensor to detect an intensity of light, a pattern ofconstructive and destructive interference in received light, a pressure,a temperature, an acceleration, a displacement, a color, a flow rate, orsome other property related to a cardiovascular pulse, e.g., using apressure sensor, a light sensor, a light emitter, a tonometer, anultrasonic transducer, or some other sensing means. In some examples,detecting a first signal (710) could include detecting aplethysmographic signal, i.e., a signal related to a volume of blood ina portion of subsurface vasculature. Detecting such a signal couldinclude operating a light source to illuminate a portion of subsurfacevasculature and operating a light sensor to detect an intensity or otherproperty of light responsively scattered by, reflected by, or otherwiseemitted from the portion of subsurface vasculature. The method 700additionally includes sampling the first signal during a first period oftime to obtain a first set of samples of the first signal (720). Thiscould include operating an analog to digital converter (ADC) to samplethe first signal at a plurality of points in time during the firstperiod of time.

The method 700 additionally includes determining whether, during thefirst period of time, a second signal related to the cardiovascularpulse is being detected via a second sensor (730). This could includeobtaining a set of samples the second signal during the first period oftime and performing some operations on the set of samples to determinewhether the second signal is related to the cardiovascular pulse duringthe first period of time. For example, a quality or timing of features(e.g., QRS complexes, peaks, triangular waveforms of aphotoplethysmographic signal) of the signal, a signal-to-noise ratio ofthe signal, a power of the signal in one or more frequency bands, apower spectrum of the signal, a variability of a pulse rate determinedfrom the signal, or some other parameters could be determined, using theoutput of the second sensor, to determine whether the second signal,detected by the second sensor, is related to the cardiovascular pulseduring the first period of time. Determining whether, during the firstperiod of time, a second signal related to the cardiovascular pulse isbeing detected via a second sensor (730) could additionally oralternatively include detecting some other physical variable related tothe second sensor, e.g., detecting an impedance between electrodes ofthe second sensor (e.g., to determine whether both electrodes are inreliable electrical contact with skin of a person), detecting a force orpressure between the second sensor and a skin surface, or detecting someother signal related to whether the second signal is related, during thefirst period of time, to the cardiovascular pulse.

The method 700 additionally includes, responsive to determining that thesecond signal related to the cardiovascular pulse is being detectedduring the first period of time via the second sensor, preforming anumber of steps (740). The steps performed responsive to determining thesecond signal is being detected (740) include determining asecond-signal pulse rate based on the second signal (742). This couldinclude determining a spectral content of the second signal (e.g.,determining a power spectrum, determining a spectrogram, applying anumber of bandpass filters) and using the determined spectral content todetermine the second-signal pulse rate (e.g., by determining a frequencyof a peak or other feature of the determined spectral content).Determining a second-signal pulse rate based on the second signal (742)could include applying the second signal to one or more phase-lockedloops or using some other method to determine the frequency of repeatingpatterns in the second signal. Determining a second-signal pulse ratebased on the second signal (742) could include determining the timing,rate, period, or other information about features of the second signalduring the first period of time (e.g., QRS complexes of anelectrocardiographic signal, peaks of a signal).

The steps performed responsive to determining the second signal is beingdetected (740) further include determining a pulse rate for the firstperiod of time based on the first set of samples of the first signal andthe second-signal pulse rate (744). This could include determining afirst-signal pulse rate based on the first set of samples of the firstsignal and combining (e.g., by a linear combination) the first-signalpulse rate and the second-signal pulse rate. Determining a pulse ratefor the first period of time (744) could include determining, based onthe first set of samples of the first signal, a number of potentialpulse rates (e.g., based on the frequencies of peaks of spectral contentdetermined from the first set of samples) and selecting one of thepotential pulse rates based on the second-signal pulse rate (e.g., basedon differences between the second-signal pulse rate and the potentialpulse rates). Determining a pulse rate for the first period of time(744) could include setting the pulse rate for the first period of timeequal to the determined second-signal pulse rate. A pulse rate for thefirst period of time could be determined by some other method

The steps performed responsive to determining the second signal is beingdetected (740) further include providing, via a user interface, anindication of the pulse rate determined for the first period of time(746). This could include operating a display (e.g., of a wrist-mounteddevice that includes one or both of the first and second sensors) toprovide a visual indication of the determined pulse rate. The visualindication could include a numerical indication (e.g., a frequency ofthe pulse rate in Hertz, a number of beats per minute), a qualitativeindication (e.g., ‘high’, ‘normal’, ‘low’, ‘elevated’), or some othervisual indication. Additionally or alternatively, an audio indication(e.g., a voice reciting the pulse rate, a tone or other sound having afrequency, timbre, or other properties corresponding the pulse rate), atactile indication (e.g., a vibration delivered to skin of a person thathas a timing, duration, intensity, or other properties corresponding tothe pulse rate), or some other indication may be provided of the pulserate determined for the first period of time.

The method 700 additionally includes sampling the first signal during asecond period of time to obtain a second set of samples of the firstsignal (750). The second period of time could be after the first periodof time. In such examples, the method 700 could be performed causally;that is, a pulse rate of the cardiovascular pulse that is determined forany particular period of time could be determined based on signalsdetected during or prior to the particular point in time. Alternatively,the second period of time could be before the first period of time. Asnoted above, sampling the first signal could include operating an analogto digital converter (ADC) to sample the first signal; for step 750, thesignal could be sampled at a plurality of points in time during thesecond period of time.

The method 700 additionally includes determining a pulse rate for thesecond period of time based on the second set of samples of the firstsignal (760). The pulse rate for the second period of time could bedetermined based on samples of the first signal as the second signal maynot be available for determining a pulse rate during the second periodof time. For example, the second signal, during the second period oftime, could exhibit noise or other signal content that precludes use ofthe second signal, during the second period of time, to determine apulse rate. In some examples, the second sensor could not be in contactwith a target tissue during the second period of time, electrodes of thesecond sensor could be not in contact with appropriate skin locationsduring the second period of time, or some other circumstance related tothe second sensor could prevail during the second period of time toprevent use of the second signal, detected using the second sensorduring the second period of time, to determine a pulse rate for thesecond period of time.

Determining a pulse rate for the second period of time (760) couldinclude operating one or more phase-locked loops (e.g., a hardwarephase-locked loop, a phase-locked loop implemented digitally by acontroller) to lock in to a repeating pattern(s) in the second set ofsamples, determining spectral content (e.g., a spectrogram, a powerspectrum) and determining the pulse rate based on properties of thedetermined spectral content (e.g., frequencies of peaks or otherfeatures of the spectral content), or performing some otherdeterminations based on the second set of samples. The pulse rate forthe second period of time could also be determined based on pulse ratesdetermined for other periods of time, e.g., based on a pulse ratedetermined for the first period of time, and/or on other informationrelated to other periods of time. This could include determining thepulse rate for the second period of time by using the Viterbi algorithm,an inertial filter, the alpha-beta filter, a hidden Markov model, orsome other methods to determine a pulse rate for the second period oftime as part of a determined sequence of pulse rates for a plurality ofdifferent periods of time. Such a sequence could be constrained by thepulse rate determined for the first period of time, e.g., the pulse ratedetermined for the first period of time could be used as a seed value orstarting value for the determination of pulse rates for periods of timesubsequent and/or prior to the first period of time (e.g., for thesecond period of time). Other methods could be used to determine a pulserate for the second period of time based on the second set of samples ofthe first signal (760).

The method 700 additionally includes providing, via the user interface,an indication of the pulse rate determined for the second period of time(770). As noted above, such an indication could include a visualindication, an auditory indication, a tactile indication, or any othersort of indication. Further, such an indication could be provided by auser interface of a device that includes one or both of the first andsecond sensors, or could be provided by a further device that is indirect or indirect communication with one or more devices that includethe first and second sensors.

The method 700 could include additional steps or elements in addition tothose illustrated in FIG. 7. For example, the method 700 could includedetecting an artifact signal and using the artifact signal to removeunwanted content (e.g., noise content, motion artifact content) ofsignals detected using the first and/or second sensor. The method 700could include determining a plurality of pulse rates, for a plurality ofperiods of time, and could further include filtering such pulse rates(e.g., using a bidirectional statistical filter). Additional and/oralternative steps of the method 700 are anticipated.

VI. CONCLUSION

Where example embodiments involve information related to a person or adevice of a person, the embodiments should be understood to includeprivacy controls. Such privacy controls include, at least, anonymizationof device identifiers, transparency and user controls, includingfunctionality that would enable users to modify or delete informationrelating to the user's use of a product.

Further, in situations in where embodiments discussed herein collectpersonal information about users, or may make use of personalinformation, the users may be provided with an opportunity to controlwhether programs or features collect user information (e.g., informationabout a user's medical history, pulse rates, health states, or otherinformation about the user, a user's preferences, or a user's currentlocation), or to control whether and/or how to receive content from thecontent server that may be more relevant to the user. In addition,certain data may be treated in one or more ways before it is stored orused, so that personally identifiable information is removed. Forexample, a user's identity may be treated so that no personallyidentifiable information can be determined for the user, or a user'sgeographic location may be generalized where location information isobtained (such as to a city, ZIP code, or state level), so that aparticular location of a user cannot be determined. Thus, the user mayhave control over how information is collected about the user and usedby a content server.

The particular arrangements shown in the Figures should not be viewed aslimiting. It should be understood that other embodiments may includemore or less of each element shown in a given Figure. Further, some ofthe illustrated elements may be combined or omitted. Yet further, anexemplary embodiment may include elements that are not illustrated inthe Figures.

Moreover, it is particularly noted that while devices, systems, methods,and other embodiments are described herein by way of example as beingemployed to detect cardiovascular pulse rates of a human body, it isnoted that the disclosed devices, systems, and methods can be applied inother contexts as well. For example, detection systems configured todetermine pulse rates or other frequency information related tooscillating patterns in biosignals or other detected signals may beincluded in wearable (e.g., body-mountable) and/or implantable devices.In some contexts, such a detection system is situated to besubstantially encapsulated by bio-compatible polymeric material suitablefor being in contact with bodily fluids and/or for being implanted.

In other examples, devices, systems, and methods disclosed herein may beapplied to determine pulse rates or other frequency information relatedto oscillating patterns in biosignals or other signals detected form orin environments that are not in or on a human body. For example,detection systems disclosed herein may be included in devices used tomeasure cardiovascular pulse rates of an animal.

Additionally, while various aspects and embodiments have been disclosedherein, other aspects and embodiments will be apparent to those skilledin the art. The various aspects and embodiments disclosed herein are forpurposes of illustration and are not intended to be limiting, with thetrue scope and spirit being indicated by the following claims. Otherembodiments may be utilized, and other changes may be made, withoutdeparting from the spirit or scope of the subject matter presentedherein. It will be readily understood that the aspects of the presentdisclosure, as generally described herein, and illustrated in thefigures, can be arranged, substituted, combined, separated, and designedin a wide variety of different configurations, all of which arecontemplated herein.

1-20: (canceled)
 21. A method comprising: during a first period of time,detecting a first-sensor signal from a first sensor; determining a pulserate for the first period of time based on the first-sensor signaldetected during the first period of time; during a second period oftime, detecting the first-sensor signal from the first sensor and asecond-sensor signal from a second sensor, wherein the second period oftime is after the first period of time; determining a pulse rate for thesecond period of time based on the first-sensor signal detected duringthe second period of time and the second-sensor signal detected duringthe second period of time; updating the pulse rate for the first periodof time based on the determined pulse rate for the second period oftime; and providing, via a user interface, an indication of the updatedpulse rate for the first period of time.
 22. The method of claim 21,wherein determining the pulse rate for the first period of time based onthe first-sensor signal detected during the first period of timecomprises: sampling the first-sensor signal during the first period oftime to obtain a first set of samples of the first-sensor signal; anddetermining the pulse rate for the first period of time based on thefirst set of samples of the first-sensor signal.
 23. The method of claim22, wherein determining the pulse rate for the second period of timebased on the first-sensor signal detected during the second period oftime and the second-sensor signal detected during the second period oftime comprises: sampling the first-sensor signal during the secondperiod of time to obtain a second set of samples of the first-sensorsignal; determining a second-signal pulse rate based on thesecond-sensor signal detected during the second period of time; anddetermining the pulse rate for the second period of time based on (i)the second set of samples of the first-sensor signal and (ii) thesecond-signal pulse rate.
 24. The method of claim 23, whereindetermining the pulse rate for the second period of time based on (i)the second set of samples of the first-sensor signal and (ii) thesecond-signal pulse rate comprises: determining a plurality of potentialpulse rates based on the second set of samples of the first-sensorsignal; and selecting one of the potential pulse rates as the pulse ratefor the second period of time.
 25. The method of claim 24, whereinselecting one of the potential pulse rates as the pulse rate for thesecond period of time comprises: for each potential pulse rate,determining a respective difference between the potential pulse rate andthe second-signal pulse rate; and selecting the potential pulse ratethat has the smallest difference as the pulse rate for the second periodof time.
 26. The method of claim 23, wherein determining the pulse ratefor the second period of time based on (i) the second set of samples ofthe first-sensor signal and (ii) the second-signal pulse rate comprises:determining a spectral content of the first-sensor signal during thesecond period of time based on the second set of samples of the firstsignal; and determining the pulse rate for the second period of timebased on the determined spectral content and the second-signal pulserate.
 27. The method of claim 21, wherein the first-sensor signal is aphotoplethysmographic signal.
 28. The method of claim 21, wherein thesecond-sensor signal is an electrocardiographic signal.
 29. The methodof claim 21, further comprising: sampling the second-sensor signalduring the second period of time to obtain a set of samples of thesecond-sensor signal; and determining whether a reliable pulse rate canbe determined from the set of samples of the second-sensor signal. 30.The method of claim 29, wherein determining the pulse rate for thesecond period of time based on the first-sensor signal detected duringthe second period of time and the second-sensor signal detected duringthe second period of time is responsive to a determination that areliable pulse rate can be determined from the set of samples of thesecond-sensor signal.
 31. A system comprising: a first sensor; a secondsensor; a user interface; and a controller operably coupled to the firstsensor and the second sensor, wherein the controller comprises acomputing device programmed to perform controller operations comprising:during a first period of time, detecting a first-sensor signal from thefirst sensor; determining a pulse rate for the first period of timebased on the first-sensor signal detected during the first period oftime; during a second period of time, detecting the first-sensor signalfrom the first sensor and a second-sensor signal from the second sensor,wherein the second period of time is after the first period of time;determining a pulse rate for the second period of time based on thefirst-sensor signal detected during the second period of time and thesecond-sensor signal detected during the second period of time; updatingthe pulse rate for the first period of time based on the determinedpulse rate for the second period of time; and providing, via the userinterface, an indication of the updated pulse rate for the first periodof time.
 32. The system of claim 31, wherein determining the pulse ratefor the first period of time based on the first-sensor signal detectedduring the first period of time comprises: sampling the first-sensorsignal during the first period of time to obtain a first set of samplesof the first-sensor signal; and determining the pulse rate for the firstperiod of time based on the first set of samples of the first-sensorsignal.
 33. The system of claim 32, wherein determining the pulse ratefor the second period of time based on the first-sensor signal detectedduring the second period of time and the second-sensor signal detectedduring the second period of time comprises: sampling the first-sensorsignal during the second period of time to obtain a second set ofsamples of the first-sensor signal; determining a second-signal pulserate based on the second-sensor signal detected during the second periodof time; and determining the pulse rate for the second period of timebased on (i) the second set of samples of the first-sensor signal and(ii) the second-signal pulse rate.
 34. The system of claim 33, whereindetermining the pulse rate for the second period of time based on (i)the second set of samples of the first-sensor signal and (ii) thesecond-signal pulse rate comprises: determining a plurality of potentialpulse rates based on the second set of samples of the first-sensorsignal; and selecting one of the potential pulse rates as the pulse ratefor the second period of time.
 35. The system of claim 34, whereinselecting one of the potential pulse rates as the pulse rate for thesecond period of time comprises: for each potential pulse rate,determining a respective difference between the potential pulse rate andthe second-signal pulse rate; and selecting the potential pulse ratethat has the smallest difference as the pulse rate for the second periodof time.
 36. The system of claim 33, wherein determining the pulse ratefor the second period of time based on (i) the second set of samples ofthe first-sensor signal and (ii) the second-signal pulse rate comprises:determining a spectral content of the first-sensor signal during thesecond period of time based on the second set of samples of the firstsignal; and determining the pulse rate for the second period of timebased on the determined spectral content and the second-signal pulserate.
 37. The system of claim 31, wherein the first sensor is aphotoplethysmographic sensor.
 38. The system of claim 31, wherein thesecond sensor is an electrocardiographic sensor.
 39. The system of claim31, wherein the controller operations further comprise: sampling thesecond-sensor signal during the second period of time to obtain a set ofsamples of the second-sensor signal; and determining whether a reliablepulse rate can be determined from the set of samples of thesecond-sensor signal.
 40. The system of claim 39, wherein determiningthe pulse rate for the second period of time based on the first-sensorsignal detected during the second period of time and the second-sensorsignal detected during the second period of time is responsive to adetermination that a reliable pulse rate can be determined from the setof samples of the second-sensor signal.